{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "先包含一下基本库和写入自定义的图像显示函数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "import numpy\n",
    "from  matplotlib import pyplot as plt\n",
    "\n",
    "def imgshow_BGR(img):\n",
    "    img2 = img[:,:,::-1]  # 转化图像到RGB\n",
    "    plt.imshow(img2)\n",
    "\n",
    "def imgshow_GRAY(img):\n",
    "    plt.imshow(img)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 第二章 图像处理基础\n",
    "## 2.1 图像的基本表示方法\n",
    "在OpenCV当中图像的表示方法主要有：二值化图像、灰度图像、彩色图像\n",
    "### 1.二值化图像\n",
    "二值化图像时值该图像仅仅包含黑色和白色两种颜色的图像  \n",
    "OpenCV对图像的处理的方式是把图像读取成为了一个矩阵，然后对该矩阵进行操作。在二值化的图像当中，计算机会把其中的白色的像素点处理成为1,黑色的像素点处理成为0。例如下面的例子当中就是一个二值化的图像与对应的矩阵"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[0 0 0 ... 0 0 0]\n",
      " [0 0 0 ... 0 0 0]\n",
      " [0 0 0 ... 0 0 0]\n",
      " ...\n",
      " [0 0 0 ... 0 0 0]\n",
      " [0 0 0 ... 0 0 0]\n",
      " [0 0 0 ... 0 0 0]]\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "img = cv2.imread(\"../img_use/kauile.jpg\")\n",
    "img = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)     # 先转化为灰度图\n",
    "ret,img=cv2.threshold(img, 105, 255, cv2.THRESH_BINARY)     # 再进行图像的二值化\n",
    "\n",
    "imgshow_GRAY(img)\n",
    "print(img)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 2.灰度图像\n",
    "灰度图是计算机把该图的每个像素点分为了256个等级，用数据值[0,255]来表示，可以使得图像细节信息更加丰富。  \n",
    "通常来说0为纯黑色，255为纯白色该二值图像内仅有数值 0 和数值 255 两种类型的灰度值（灰度级），不存在其他灰度值的像素点。  \n",
    "例如："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[27 27 27 ... 59 58 57]\n",
      " [27 27 27 ... 58 56 55]\n",
      " [27 27 27 ... 55 54 53]\n",
      " ...\n",
      " [31 31 32 ... 60 67 67]\n",
      " [31 31 32 ... 63 71 71]\n",
      " [31 31 32 ... 65 74 75]]\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "img = cv2.imread(\"../img_use/kauile.jpg\")\n",
    "img = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)     # 转化为灰度图\n",
    "imgshow_GRAY(img)\n",
    "print(img)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 3.彩色图像\n",
    "OpenCV对大部分的图像进行读取的时候，保存的都是三通道的彩色图像，一般来说使用的是RGB这个色彩空间，但是opencv读取之后保存到Mat类型的数据的顺序是BGR"
   ]
  }
 ],
 "metadata": {
  "interpreter": {
   "hash": "b3ba2566441a7c06988d0923437866b63cedc61552a5af99d1f4fb67d367b25f"
  },
  "kernelspec": {
   "display_name": "Python 3.8.8 ('base')",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.8"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
